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Reference Class Forecasting

Whole ROV cost distribution

Histogram of observed projects with a fitted normal curve · n = 378

ObservedNormal fit

Average

$3,716

Arithmetic mean

Median

$2,782

Half fall below this value

Middle 50%

$1,500$5,306

25th through 75th percentile

Sample

378 observations

17 archive years

Spread: $2,991 standard deviation; observed range $97$14,663.

Data quality: High- and medium-confidence archive values. Travel is excluded; 2 extreme outliers were removed using a robust IQR fence. The fitted curve is a planning aid, not a claim that costs are normally distributed.

README

About the forecast

What this is

Reference class forecasting compares a planned ROV project with completed projects from the MATE ROV archive. The chart combines an observed histogram with a fitted normal curve so you can see both the source distribution and a simple planning model.

Data boundaries

Whole-ROV costs prioritize company specification sheets; subsystem costs come from technical-document BOMs and use four broad engineering groups. Travel, lodging, registration, and fundraising are excluded. Dollar values are nominal and are not adjusted for inflation.

How to use it

Choose a measure, then narrow by competition class, year, and subsystem. The median and middle 50% are usually more useful than the average when a few expensive projects stretch the distribution. Extreme whole-ROV outliers are removed with a robust IQR rule; treat results with fewer than 12 observations as directional.

Source

Values were extracted from public MATE ROV technical reports, specification sheets, budgets, and bills of materials published from 2004 through 2025.

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